diff --git a/x-pack/plugins/lens/server/routes/existing_fields.test.ts b/x-pack/plugins/lens/server/routes/existing_fields.test.ts
index 9799dcf92ae41..c877e69d7b0dd 100644
--- a/x-pack/plugins/lens/server/routes/existing_fields.test.ts
+++ b/x-pack/plugins/lens/server/routes/existing_fields.test.ts
@@ -14,99 +14,55 @@ describe('existingFields', () => {
     return {
       name,
       isScript: false,
-      isAlias: false,
       isMeta: false,
-      path: name.split('.'),
       ...obj,
     };
   }
 
-  function indexPattern(_source: unknown, fields: unknown = {}) {
-    return { _source, fields };
+  function searchResults(fields: Record<string, unknown[]> = {}) {
+    return { fields };
   }
 
   it('should handle root level fields', () => {
     const result = existingFields(
-      [indexPattern({ foo: 'bar' }), indexPattern({ baz: 0 })],
+      [searchResults({ foo: ['bar'] }), searchResults({ baz: [0] })],
       [field('foo'), field('bar'), field('baz')]
     );
 
     expect(result).toEqual(['foo', 'baz']);
   });
 
-  it('should handle arrays of objects', () => {
+  it('should handle basic arrays, ignoring empty ones', () => {
     const result = existingFields(
-      [indexPattern({ stuff: [{ foo: 'bar' }, { baz: 0 }] })],
-      [field('stuff.foo'), field('stuff.bar'), field('stuff.baz')]
+      [searchResults({ stuff: ['heyo', 'there'], empty: [] })],
+      [field('stuff'), field('empty')]
     );
 
-    expect(result).toEqual(['stuff.foo', 'stuff.baz']);
-  });
-
-  it('should handle basic arrays', () => {
-    const result = existingFields([indexPattern({ stuff: ['heyo', 'there'] })], [field('stuff')]);
-
     expect(result).toEqual(['stuff']);
   });
 
-  it('should handle deep object structures', () => {
-    const result = existingFields(
-      [indexPattern({ geo: { coordinates: { lat: 40, lon: -77 } } })],
-      [field('geo.coordinates')]
-    );
-
-    expect(result).toEqual(['geo.coordinates']);
-  });
-
   it('should handle objects with dotted fields', () => {
     const result = existingFields(
-      [indexPattern({ 'geo.country_name': 'US' })],
+      [searchResults({ 'geo.country_name': ['US'] })],
       [field('geo.country_name')]
     );
 
     expect(result).toEqual(['geo.country_name']);
   });
 
-  it('should handle arrays with dotted fields on both sides', () => {
-    const result = existingFields(
-      [indexPattern({ 'process.cpu': [{ 'user.pct': 50 }] })],
-      [field('process.cpu.user.pct')]
-    );
-
-    expect(result).toEqual(['process.cpu.user.pct']);
-  });
-
-  it('should be false if it hits a positive leaf before the end of the path', () => {
-    const result = existingFields(
-      [indexPattern({ geo: { coordinates: 32 } })],
-      [field('geo.coordinates.lat')]
-    );
-
-    expect(result).toEqual([]);
-  });
-
-  it('should use path, not name', () => {
-    const result = existingFields(
-      [indexPattern({ stuff: [{ foo: 'bar' }, { baz: 0 }] })],
-      [field({ name: 'goober', path: ['stuff', 'foo'] })]
-    );
-
-    expect(result).toEqual(['goober']);
-  });
-
   it('supports scripted fields', () => {
     const result = existingFields(
-      [indexPattern({}, { bar: 'scriptvalue' })],
-      [field({ name: 'baz', isScript: true, path: ['bar'] })]
+      [searchResults({ bar: ['scriptvalue'] })],
+      [field({ name: 'bar', isScript: true })]
     );
 
-    expect(result).toEqual(['baz']);
+    expect(result).toEqual(['bar']);
   });
 
   it('supports meta fields', () => {
     const result = existingFields(
-      [{ _mymeta: 'abc', ...indexPattern({}, { bar: 'scriptvalue' }) }],
-      [field({ name: '_mymeta', isMeta: true, path: ['_mymeta'] })]
+      [{ _mymeta: 'abc', ...searchResults({ bar: ['scriptvalue'] }) }],
+      [field({ name: '_mymeta', isMeta: true })]
     );
 
     expect(result).toEqual(['_mymeta']);
@@ -132,81 +88,22 @@ describe('buildFieldList', () => {
     references: [],
   };
 
-  const mappings = {
-    testpattern: {
-      mappings: {
-        properties: {
-          '@bar': {
-            type: 'alias',
-            path: 'bar',
-          },
-        },
-      },
-    },
-  };
-
-  const fieldDescriptors = [
-    {
-      name: 'baz',
-      subType: { multi: { parent: 'a.b.c' } },
-    },
-  ];
-
-  it('uses field descriptors to determine the path', () => {
-    const fields = buildFieldList(indexPattern, mappings, fieldDescriptors, []);
-    expect(fields.find((f) => f.name === 'baz')).toMatchObject({
-      isAlias: false,
-      isScript: false,
-      name: 'baz',
-      path: ['a', 'b', 'c'],
-    });
-  });
-
-  it('uses aliases to determine the path', () => {
-    const fields = buildFieldList(indexPattern, mappings, fieldDescriptors, []);
-    expect(fields.find((f) => f.isAlias)).toMatchObject({
-      isAlias: true,
-      isScript: false,
-      name: '@bar',
-      path: ['bar'],
-    });
-  });
-
   it('supports scripted fields', () => {
-    const fields = buildFieldList(indexPattern, mappings, fieldDescriptors, []);
+    const fields = buildFieldList(indexPattern, []);
     expect(fields.find((f) => f.isScript)).toMatchObject({
-      isAlias: false,
       isScript: true,
       name: 'foo',
-      path: ['foo'],
       lang: 'painless',
       script: '2+2',
     });
   });
 
   it('supports meta fields', () => {
-    const fields = buildFieldList(indexPattern, mappings, fieldDescriptors, ['_mymeta']);
+    const fields = buildFieldList(indexPattern, ['_mymeta']);
     expect(fields.find((f) => f.isMeta)).toMatchObject({
-      isAlias: false,
       isScript: false,
       isMeta: true,
       name: '_mymeta',
-      path: ['_mymeta'],
-    });
-  });
-
-  it('handles missing mappings', () => {
-    const fields = buildFieldList(indexPattern, {}, fieldDescriptors, []);
-    expect(fields.every((f) => f.isAlias === false)).toEqual(true);
-  });
-
-  it('handles empty fieldDescriptors by skipping multi-mappings', () => {
-    const fields = buildFieldList(indexPattern, mappings, [], []);
-    expect(fields.find((f) => f.name === 'baz')).toMatchObject({
-      isAlias: false,
-      isScript: false,
-      name: 'baz',
-      path: ['baz'],
     });
   });
 });
diff --git a/x-pack/plugins/lens/server/routes/existing_fields.ts b/x-pack/plugins/lens/server/routes/existing_fields.ts
index 33fcafacfad73..c925517b572da 100644
--- a/x-pack/plugins/lens/server/routes/existing_fields.ts
+++ b/x-pack/plugins/lens/server/routes/existing_fields.ts
@@ -9,36 +9,17 @@ import { schema } from '@kbn/config-schema';
 import { ILegacyScopedClusterClient, SavedObject, RequestHandlerContext } from 'src/core/server';
 import { CoreSetup } from 'src/core/server';
 import { BASE_API_URL } from '../../common';
-import {
-  IndexPatternsFetcher,
-  IndexPatternAttributes,
-  UI_SETTINGS,
-} from '../../../../../src/plugins/data/server';
+import { IndexPatternAttributes, UI_SETTINGS } from '../../../../../src/plugins/data/server';
 
 /**
  * The number of docs to sample to determine field empty status.
  */
 const SAMPLE_SIZE = 500;
 
-interface MappingResult {
-  [indexPatternTitle: string]: {
-    mappings: {
-      properties: Record<string, { type: string; path: string }>;
-    };
-  };
-}
-
-interface FieldDescriptor {
-  name: string;
-  subType?: { multi?: { parent?: string } };
-}
-
 export interface Field {
   name: string;
   isScript: boolean;
-  isAlias: boolean;
   isMeta: boolean;
-  path: string[];
   lang?: string;
   script?: string;
 }
@@ -105,14 +86,12 @@ async function fetchFieldExistence({
   timeFieldName?: string;
 }) {
   const metaFields: string[] = await context.core.uiSettings.client.get(UI_SETTINGS.META_FIELDS);
-  const {
-    indexPattern,
-    indexPatternTitle,
-    mappings,
-    fieldDescriptors,
-  } = await fetchIndexPatternDefinition(indexPatternId, context, metaFields);
+  const { indexPattern, indexPatternTitle } = await fetchIndexPatternDefinition(
+    indexPatternId,
+    context
+  );
 
-  const fields = buildFieldList(indexPattern, mappings, fieldDescriptors, metaFields);
+  const fields = buildFieldList(indexPattern, metaFields);
   const docs = await fetchIndexPatternStats({
     fromDate,
     toDate,
@@ -129,51 +108,17 @@ async function fetchFieldExistence({
   };
 }
 
-async function fetchIndexPatternDefinition(
-  indexPatternId: string,
-  context: RequestHandlerContext,
-  metaFields: string[]
-) {
+async function fetchIndexPatternDefinition(indexPatternId: string, context: RequestHandlerContext) {
   const savedObjectsClient = context.core.savedObjects.client;
-  const requestClient = context.core.elasticsearch.legacy.client;
   const indexPattern = await savedObjectsClient.get<IndexPatternAttributes>(
     'index-pattern',
     indexPatternId
   );
   const indexPatternTitle = indexPattern.attributes.title;
 
-  if (indexPatternTitle.includes(':')) {
-    // Cross cluster search patterns include a colon, and we aren't able to fetch
-    // mapping information.
-    return {
-      indexPattern,
-      indexPatternTitle,
-      mappings: {},
-      fieldDescriptors: [],
-    };
-  }
-
-  // TODO: maybe don't use IndexPatternsFetcher at all, since we're only using it
-  // to look up field values in the resulting documents. We can accomplish the same
-  // using the mappings which we're also fetching here.
-  const indexPatternsFetcher = new IndexPatternsFetcher(requestClient.callAsCurrentUser);
-  const [mappings, fieldDescriptors] = await Promise.all([
-    requestClient.callAsCurrentUser('indices.getMapping', {
-      index: indexPatternTitle,
-    }),
-
-    indexPatternsFetcher.getFieldsForWildcard({
-      pattern: indexPatternTitle,
-      // TODO: Pull this from kibana advanced settings
-      metaFields,
-    }),
-  ]);
-
   return {
     indexPattern,
     indexPatternTitle,
-    mappings,
-    fieldDescriptors,
   };
 }
 
@@ -182,32 +127,13 @@ async function fetchIndexPatternDefinition(
  */
 export function buildFieldList(
   indexPattern: SavedObject<IndexPatternAttributes>,
-  mappings: MappingResult | {},
-  fieldDescriptors: FieldDescriptor[],
   metaFields: string[]
 ): Field[] {
-  const aliasMap = Object.entries(Object.values(mappings)[0]?.mappings.properties ?? {})
-    .map(([name, v]) => ({ ...v, name }))
-    .filter((f) => f.type === 'alias')
-    .reduce((acc, f) => {
-      acc[f.name] = f.path;
-      return acc;
-    }, {} as Record<string, string>);
-
-  const descriptorMap = fieldDescriptors.reduce((acc, f) => {
-    acc[f.name] = f;
-    return acc;
-  }, {} as Record<string, FieldDescriptor>);
-
   return JSON.parse(indexPattern.attributes.fields).map(
     (field: { name: string; lang: string; scripted?: boolean; script?: string }) => {
-      const path =
-        aliasMap[field.name] || descriptorMap[field.name]?.subType?.multi?.parent || field.name;
       return {
         name: field.name,
         isScript: !!field.scripted,
-        isAlias: !!aliasMap[field.name],
-        path: path.split('.'),
         lang: field.lang,
         script: field.script,
         // id is a special case - it doesn't show up in the meta field list,
@@ -263,8 +189,8 @@ async function fetchIndexPatternStats({
       size: SAMPLE_SIZE,
       query,
       sort: timeFieldName && fromDate && toDate ? [{ [timeFieldName]: 'desc' }] : [],
-      // _source is required because we are also providing script fields.
-      _source: '*',
+      fields: ['*'],
+      _source: false,
       script_fields: scriptedFields.reduce((acc, field) => {
         acc[field.name] = {
           script: {
@@ -279,49 +205,11 @@ async function fetchIndexPatternStats({
   return result.hits.hits;
 }
 
-// Recursive function to determine if the _source of a document
-// contains a known path.
-function exists(obj: unknown, path: string[], i = 0): boolean {
-  if (obj == null) {
-    return false;
-  }
-
-  if (path.length === i) {
-    return true;
-  }
-
-  if (Array.isArray(obj)) {
-    return obj.some((child) => exists(child, path, i));
-  }
-
-  if (typeof obj === 'object') {
-    // Because Elasticsearch flattens paths, dots in the field name are allowed
-    // as JSON keys. For example, { 'a.b': 10 }
-    const partialKeyMatches = Object.getOwnPropertyNames(obj)
-      .map((key) => key.split('.'))
-      .filter((keyPaths) => keyPaths.every((key, keyIndex) => key === path[keyIndex + i]));
-
-    if (partialKeyMatches.length) {
-      return partialKeyMatches.every((keyPaths) => {
-        return exists(
-          (obj as Record<string, unknown>)[keyPaths.join('.')],
-          path,
-          i + keyPaths.length
-        );
-      });
-    }
-
-    return exists((obj as Record<string, unknown>)[path[i]], path, i + 1);
-  }
-
-  return path.length === i;
-}
-
 /**
  * Exported only for unit tests.
  */
 export function existingFields(
-  docs: Array<{ _source: unknown; fields: unknown; [key: string]: unknown }>,
+  docs: Array<{ fields: Record<string, unknown[]>; [key: string]: unknown }>,
   fields: Field[]
 ): string[] {
   const missingFields = new Set(fields);
@@ -332,14 +220,14 @@ export function existingFields(
     }
 
     missingFields.forEach((field) => {
-      let fieldStore = doc._source;
-      if (field.isScript) {
-        fieldStore = doc.fields;
-      }
+      let fieldStore: Record<string, unknown> = doc.fields;
       if (field.isMeta) {
         fieldStore = doc;
       }
-      if (exists(fieldStore, field.path)) {
+      const value = fieldStore[field.name];
+      if (Array.isArray(value) && value.length) {
+        missingFields.delete(field);
+      } else if (!Array.isArray(value) && value) {
         missingFields.delete(field);
       }
     });
diff --git a/x-pack/test/api_integration/apis/lens/existing_fields.ts b/x-pack/test/api_integration/apis/lens/existing_fields.ts
index 0d6b51785f18e..e540f9f05f3ac 100644
--- a/x-pack/test/api_integration/apis/lens/existing_fields.ts
+++ b/x-pack/test/api_integration/apis/lens/existing_fields.ts
@@ -22,7 +22,6 @@ const fieldsWithData = [
   '@timestamp',
   '_id',
   '_index',
-  '_source',
   '_type',
   'agent',
   'agent.raw',
@@ -61,6 +60,7 @@ const fieldsWithData = [
   'utc_time',
   'xss',
   'xss.raw',
+  'runtime_number',
 
   'relatedContent.article:modified_time',
   'relatedContent.article:published_time',
@@ -102,7 +102,6 @@ const metricBeatData = [
   '@timestamp',
   '_id',
   '_index',
-  '_source',
   '_type',
   'agent.ephemeral_id',
   'agent.hostname',
@@ -195,7 +194,6 @@ export default ({ getService }: FtrProviderContext) => {
           '@timestamp',
           '_id',
           '_index',
-          '_source',
           '_type',
           'agent',
           'agent.raw',
@@ -214,6 +212,7 @@ export default ({ getService }: FtrProviderContext) => {
           'request.raw',
           'response',
           'response.raw',
+          'runtime_number',
           'spaces',
           'spaces.raw',
           'type',
diff --git a/x-pack/test/functional/es_archives/logstash_functional/mappings.json b/x-pack/test/functional/es_archives/logstash_functional/mappings.json
index dcfafa2612c5b..ee7feedd77530 100644
--- a/x-pack/test/functional/es_archives/logstash_functional/mappings.json
+++ b/x-pack/test/functional/es_archives/logstash_functional/mappings.json
@@ -342,6 +342,11 @@
             }
           },
           "type": "text"
+        },
+        "runtime_number": {
+          "type": "runtime",
+          "runtime_type" : "long",
+          "script" : { "source" : "emit(doc['bytes'].value)" }
         }
       }
     },
@@ -707,6 +712,11 @@
             }
           },
           "type": "text"
+        },
+        "runtime_number": {
+          "type": "runtime",
+          "runtime_type" : "long",
+          "script" : { "source" : "emit(doc['bytes'].value)" }
         }
       }
     },
@@ -1072,6 +1082,11 @@
             }
           },
           "type": "text"
+        },
+        "runtime_number": {
+          "type": "runtime",
+          "runtime_type" : "long",
+          "script" : { "source" : "emit(doc['bytes'].value)" }
         }
       }
     },
diff --git a/x-pack/test/functional/es_archives/visualize/default/data.json b/x-pack/test/functional/es_archives/visualize/default/data.json
index f72a61c9e3b85..5b5ee355c7086 100644
--- a/x-pack/test/functional/es_archives/visualize/default/data.json
+++ b/x-pack/test/functional/es_archives/visualize/default/data.json
@@ -152,7 +152,7 @@
       "index-pattern": {
         "title": "logstash-*",
         "timeFieldName": "@timestamp",
-        "fields": "[{\"name\":\"@message\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"@message.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"@tags\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"@tags.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"@timestamp\",\"type\":\"date\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"_id\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_index\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_score\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_source\",\"type\":\"_source\",\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_type\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"agent\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"agent.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"bytes\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"clientip\",\"type\":\"ip\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"extension\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"extension.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"geo.coordinates\",\"type\":\"geo_point\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"geo.dest\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"geo.src\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"geo.srcdest\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"headings\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"headings.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"host\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"host.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"id\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"index\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"index.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"ip\",\"type\":\"ip\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"links\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"links.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"machine.os\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"machine.os.raw\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"machine.ram\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"memory\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"meta.char\",\"type\":\"string\",\"count\":0,\"scripted\":false,\"searchable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